Dataset statistics
| Number of variables | 22 |
|---|---|
| Number of observations | 1311 |
| Missing cells | 1065 |
| Missing cells (%) | 3.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 225.5 KiB |
| Average record size in memory | 176.1 B |
Variable types
| Categorical | 8 |
|---|---|
| Numeric | 14 |
Uniformity has constant value "10.0" | Constant |
Clean.Cup has constant value "10.0" | Constant |
Sweetness has constant value "10.0" | Constant |
Category.One.Defects has constant value "0.0" | Constant |
Quakers has constant value "0.0" | Constant |
Producer has a high cardinality: 675 distinct values | High cardinality |
altitude_low_meters is highly correlated with altitude_high_meters and 1 other fields | High correlation |
altitude_high_meters is highly correlated with altitude_low_meters and 1 other fields | High correlation |
altitude_mean_meters is highly correlated with altitude_low_meters and 1 other fields | High correlation |
Clean.Cup is highly correlated with Sweetness and 5 other fields | High correlation |
Sweetness is highly correlated with Clean.Cup and 5 other fields | High correlation |
Processing Method is highly correlated with Clean.Cup and 4 other fields | High correlation |
Quakers is highly correlated with Clean.Cup and 5 other fields | High correlation |
Country of Origin is highly correlated with Clean.Cup and 4 other fields | High correlation |
Uniformity is highly correlated with Clean.Cup and 5 other fields | High correlation |
Category.One.Defects is highly correlated with Clean.Cup and 5 other fields | High correlation |
Producer has 230 (17.5%) missing values | Missing |
Processing Method has 152 (11.6%) missing values | Missing |
altitude_low_meters has 227 (17.3%) missing values | Missing |
altitude_high_meters has 227 (17.3%) missing values | Missing |
altitude_mean_meters has 227 (17.3%) missing values | Missing |
Category.Two.Defects has 362 (27.6%) zeros | Zeros |
Reproduction
| Analysis started | 2021-02-14 14:04:20.286814 |
|---|---|
| Analysis finished | 2021-02-14 14:04:44.852847 |
| Duration | 24.57 seconds |
| Software version | pandas-profiling v2.10.1 |
| Download configuration | config.yaml |
| Distinct | 36 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Memory size | 10.4 KiB |
| Mexico | |
|---|---|
| Colombia | |
| Guatemala | |
| Brazil | |
| Taiwan | |
| Other values (31) |
Length
| Max length | 28 |
|---|---|
| Median length | 8 |
| Mean length | 8.893129771 |
| Min length | 4 |
Characters and Unicode
| Total characters | 11650 |
|---|---|
| Distinct characters | 47 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 8 ? |
|---|---|
| Unique (%) | 0.6% |
Sample
| 1st row | Ethiopia |
|---|---|
| 2nd row | Ethiopia |
| 3rd row | Guatemala |
| 4th row | Ethiopia |
| 5th row | Ethiopia |
| Value | Count | Frequency (%) |
| Mexico | 236 | |
| Colombia | 183 | |
| Guatemala | 181 | |
| Brazil | 132 | |
| Taiwan | 75 | 5.7% |
| United States (Hawaii) | 73 | 5.6% |
| Honduras | 53 | 4.0% |
| Costa Rica | 51 | 3.9% |
| Ethiopia | 44 | 3.4% |
| Tanzania, United Republic Of | 40 | 3.1% |
| Other values (26) | 242 |
| Value | Count | Frequency (%) |
| mexico | 236 | |
| colombia | 183 | 11.0% |
| guatemala | 181 | 10.8% |
| brazil | 132 | 7.9% |
| united | 125 | 7.5% |
| states | 85 | 5.1% |
| taiwan | 75 | 4.5% |
| hawaii | 73 | 4.4% |
| honduras | 53 | 3.2% |
| costa | 51 | 3.1% |
| Other values (35) | 477 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1933 | |
| i | 1267 | 10.9% |
| o | 805 | 6.9% |
| e | 742 | 6.4% |
| l | 626 | 5.4% |
| t | 590 | 5.1% |
| n | 502 | 4.3% |
| m | 384 | 3.3% |
| 361 | 3.1% | |
| c | 358 | 3.1% |
| Other values (37) | 4082 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 9423 | |
| Uppercase Letter | 1671 | 14.3% |
| Space Separator | 361 | 3.1% |
| Open Punctuation | 77 | 0.7% |
| Close Punctuation | 77 | 0.7% |
| Other Punctuation | 41 | 0.4% |
Most frequent character per category
| Value | Count | Frequency (%) |
| a | 1933 | |
| i | 1267 | |
| o | 805 | |
| e | 742 | 7.9% |
| l | 626 | 6.6% |
| t | 590 | 6.3% |
| n | 502 | 5.3% |
| m | 384 | 4.1% |
| c | 358 | 3.8% |
| u | 323 | 3.4% |
| Other values (13) | 1893 |
| Value | Count | Frequency (%) |
| M | 256 | |
| C | 251 | |
| G | 182 | |
| U | 151 | |
| T | 147 | |
| B | 134 | |
| H | 132 | |
| S | 106 | |
| R | 96 | 5.7% |
| E | 66 | 3.9% |
| Other values (9) | 150 |
| Value | Count | Frequency (%) |
| , | 40 | |
| ? | 1 | 2.4% |
| Value | Count | Frequency (%) |
| 361 |
| Value | Count | Frequency (%) |
| ( | 77 |
| Value | Count | Frequency (%) |
| ) | 77 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 11094 | |
| Common | 556 | 4.8% |
Most frequent character per script
| Value | Count | Frequency (%) |
| a | 1933 | |
| i | 1267 | 11.4% |
| o | 805 | 7.3% |
| e | 742 | 6.7% |
| l | 626 | 5.6% |
| t | 590 | 5.3% |
| n | 502 | 4.5% |
| m | 384 | 3.5% |
| c | 358 | 3.2% |
| u | 323 | 2.9% |
| Other values (32) | 3564 |
| Value | Count | Frequency (%) |
| 361 | ||
| ( | 77 | 13.8% |
| ) | 77 | 13.8% |
| , | 40 | 7.2% |
| ? | 1 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 11650 |
Most frequent character per block
| Value | Count | Frequency (%) |
| a | 1933 | |
| i | 1267 | 10.9% |
| o | 805 | 6.9% |
| e | 742 | 6.4% |
| l | 626 | 5.4% |
| t | 590 | 5.1% |
| n | 502 | 4.3% |
| m | 384 | 3.3% |
| 361 | 3.1% | |
| c | 358 | 3.1% |
| Other values (37) | 4082 |
| Distinct | 675 |
|---|---|
| Distinct (%) | 62.4% |
| Missing | 230 |
| Missing (%) | 17.5% |
| Memory size | 10.4 KiB |
| La Plata | 30 |
|---|---|
| Ipanema Agrícola SA | 22 |
| Doi Tung Development Project | 17 |
| Ipanema Agricola | 12 |
| VARIOS | 12 |
| Other values (670) |
Length
| Max length | 100 |
|---|---|
| Median length | 19 |
| Mean length | 20.54024052 |
| Min length | 1 |
Characters and Unicode
| Total characters | 22204 |
|---|---|
| Distinct characters | 222 |
| Distinct categories | 12 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 4 ? |
Unique
| Unique | 526 ? |
|---|---|
| Unique (%) | 48.7% |
Sample
| 1st row | METAD PLC |
|---|---|
| 2nd row | METAD PLC |
| 3rd row | Yidnekachew Dabessa Coffee Plantation |
| 4th row | METAD PLC |
| 5th row | HVC |
| Value | Count | Frequency (%) |
| La Plata | 30 | 2.3% |
| Ipanema Agrícola SA | 22 | 1.7% |
| Doi Tung Development Project | 17 | 1.3% |
| Ipanema Agricola | 12 | 0.9% |
| VARIOS | 12 | 0.9% |
| Ipanema Agricola S.A | 11 | 0.8% |
| ROBERTO MONTERROSO | 10 | 0.8% |
| AMILCAR LAPOLA | 9 | 0.7% |
| Reinerio Zepeda | 9 | 0.7% |
| LA PLATA | 9 | 0.7% |
| Other values (665) | 940 | |
| (Missing) | 230 | 17.5% |
| Value | Count | Frequency (%) |
| de | 86 | 2.5% |
| 65 | 1.9% | |
| coffee | 64 | 1.9% |
| la | 60 | 1.8% |
| ipanema | 50 | 1.5% |
| s.a | 50 | 1.5% |
| plata | 41 | 1.2% |
| agricola | 37 | 1.1% |
| ltd | 33 | 1.0% |
| sa | 30 | 0.9% |
| Other values (1241) | 2902 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2392 | 10.8% | |
| A | 1473 | 6.6% |
| a | 1174 | 5.3% |
| R | 962 | 4.3% |
| E | 961 | 4.3% |
| e | 902 | 4.1% |
| O | 886 | 4.0% |
| o | 824 | 3.7% |
| I | 758 | 3.4% |
| L | 674 | 3.0% |
| Other values (212) | 11198 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 10990 | |
| Lowercase Letter | 8057 | |
| Space Separator | 2392 | 10.8% |
| Other Punctuation | 373 | 1.7% |
| Other Letter | 233 | 1.0% |
| Decimal Number | 99 | 0.4% |
| Dash Punctuation | 17 | 0.1% |
| Open Punctuation | 14 | 0.1% |
| Close Punctuation | 14 | 0.1% |
| Math Symbol | 12 | 0.1% |
| Other values (2) | 3 | < 0.1% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 林 | 12 | 5.2% |
| 張 | 7 | 3.0% |
| 曾 | 6 | 2.6% |
| 政 | 5 | 2.1% |
| 倫 | 5 | 2.1% |
| 黃 | 5 | 2.1% |
| 俊 | 5 | 2.1% |
| 方 | 4 | 1.7% |
| 王 | 4 | 1.7% |
| 宏 | 4 | 1.7% |
| Other values (122) | 176 |
| Value | Count | Frequency (%) |
| a | 1174 | |
| e | 902 | |
| o | 824 | |
| n | 608 | 7.5% |
| r | 607 | 7.5% |
| i | 554 | 6.9% |
| l | 392 | 4.9% |
| t | 392 | 4.9% |
| s | 328 | 4.1% |
| u | 322 | 4.0% |
| Other values (24) | 1954 |
| Value | Count | Frequency (%) |
| A | 1473 | |
| R | 962 | 8.8% |
| E | 961 | 8.7% |
| O | 886 | 8.1% |
| I | 758 | 6.9% |
| L | 674 | 6.1% |
| N | 620 | 5.6% |
| S | 610 | 5.6% |
| C | 601 | 5.5% |
| M | 430 | 3.9% |
| Other values (22) | 3015 |
| Value | Count | Frequency (%) |
| 0 | 20 | |
| 2 | 20 | |
| 1 | 16 | |
| 3 | 12 | |
| 9 | 11 | |
| 4 | 8 | 8.1% |
| 6 | 5 | 5.1% |
| 7 | 3 | 3.0% |
| 5 | 2 | 2.0% |
| 8 | 2 | 2.0% |
| Value | Count | Frequency (%) |
| . | 195 | |
| , | 95 | |
| / | 53 | 14.2% |
| & | 13 | 3.5% |
| ' | 6 | 1.6% |
| : | 6 | 1.6% |
| ; | 5 | 1.3% |
| Value | Count | Frequency (%) |
| 2392 |
| Value | Count | Frequency (%) |
| | | 12 |
| Value | Count | Frequency (%) |
| - | 17 |
| Value | Count | Frequency (%) |
| ( | 14 |
| Value | Count | Frequency (%) |
| ) | 14 |
| Value | Count | Frequency (%) |
| ’ | 2 |
| Value | Count | Frequency (%) |
| _ | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 19047 | |
| Common | 2924 | 13.2% |
| Han | 233 | 1.0% |
Most frequent character per script
| Value | Count | Frequency (%) |
| 林 | 12 | 5.2% |
| 張 | 7 | 3.0% |
| 曾 | 6 | 2.6% |
| 政 | 5 | 2.1% |
| 倫 | 5 | 2.1% |
| 黃 | 5 | 2.1% |
| 俊 | 5 | 2.1% |
| 方 | 4 | 1.7% |
| 王 | 4 | 1.7% |
| 宏 | 4 | 1.7% |
| Other values (122) | 176 |
| Value | Count | Frequency (%) |
| A | 1473 | 7.7% |
| a | 1174 | 6.2% |
| R | 962 | 5.1% |
| E | 961 | 5.0% |
| e | 902 | 4.7% |
| O | 886 | 4.7% |
| o | 824 | 4.3% |
| I | 758 | 4.0% |
| L | 674 | 3.5% |
| N | 620 | 3.3% |
| Other values (56) | 9813 |
| Value | Count | Frequency (%) |
| 2392 | ||
| . | 195 | 6.7% |
| , | 95 | 3.2% |
| / | 53 | 1.8% |
| 0 | 20 | 0.7% |
| 2 | 20 | 0.7% |
| - | 17 | 0.6% |
| 1 | 16 | 0.5% |
| ( | 14 | 0.5% |
| ) | 14 | 0.5% |
| Other values (14) | 88 | 3.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 21867 | |
| CJK | 233 | 1.0% |
| None | 102 | 0.5% |
| Punctuation | 2 | < 0.1% |
Most frequent character per block
| Value | Count | Frequency (%) |
| 2392 | 10.9% | |
| A | 1473 | 6.7% |
| a | 1174 | 5.4% |
| R | 962 | 4.4% |
| E | 961 | 4.4% |
| e | 902 | 4.1% |
| O | 886 | 4.1% |
| o | 824 | 3.8% |
| I | 758 | 3.5% |
| L | 674 | 3.1% |
| Other values (65) | 10861 |
| Value | Count | Frequency (%) |
| í | 25 | |
| é | 13 | |
| ó | 12 | |
| Ñ | 10 | 9.8% |
| Í | 9 | 8.8% |
| ú | 7 | 6.9% |
| á | 6 | 5.9% |
| Ó | 4 | 3.9% |
| É | 4 | 3.9% |
| è | 4 | 3.9% |
| Other values (4) | 8 | 7.8% |
| Value | Count | Frequency (%) |
| 林 | 12 | 5.2% |
| 張 | 7 | 3.0% |
| 曾 | 6 | 2.6% |
| 政 | 5 | 2.1% |
| 倫 | 5 | 2.1% |
| 黃 | 5 | 2.1% |
| 俊 | 5 | 2.1% |
| 方 | 4 | 1.7% |
| 王 | 4 | 1.7% |
| 宏 | 4 | 1.7% |
| Other values (122) | 176 |
| Value | Count | Frequency (%) |
| ’ | 2 |
Number.of.Bags
Real number (ℝ≥0)
| Distinct | 129 |
|---|---|
| Distinct (%) | 9.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 153.2112891 |
|---|---|
| Minimum | 0 |
| Maximum | 600 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Memory size | 10.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 14.5 |
| median | 175 |
| Q3 | 275 |
| 95-th percentile | 320 |
| Maximum | 600 |
| Range | 600 |
| Interquartile range (IQR) | 260.5 |
Descriptive statistics
| Standard deviation | 127.28396 |
|---|---|
| Coefficient of variation (CV) | 0.8307740293 |
| Kurtosis | -1.441537985 |
| Mean | 153.2112891 |
| Median Absolute Deviation (MAD) | 125 |
| Skewness | 0.08097133978 |
| Sum | 200860 |
| Variance | 16201.20647 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 250 | 241 | |
| 275 | 176 | |
| 10 | 108 | 8.2% |
| 1 | 87 | 6.6% |
| 300 | 71 | 5.4% |
| 320 | 70 | 5.3% |
| 50 | 42 | 3.2% |
| 100 | 37 | 2.8% |
| 20 | 35 | 2.7% |
| 2 | 29 | 2.2% |
| Other values (119) | 415 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 1 | 87 | |
| 2 | 29 | 2.2% |
| 3 | 18 | 1.4% |
| 4 | 6 | 0.5% |
| Value | Count | Frequency (%) |
| 600 | 1 | 0.1% |
| 550 | 2 | |
| 500 | 2 | |
| 450 | 2 | |
| 440 | 3 |
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 152 |
| Missing (%) | 11.6% |
| Memory size | 10.4 KiB |
| Washed / Wet | |
|---|---|
| Natural / Dry | |
| Semi-washed / Semi-pulped | 56 |
| Other | 26 |
| Pulped natural / honey | 14 |
Length
| Max length | 25 |
|---|---|
| Median length | 12 |
| Mean length | 12.80845557 |
| Min length | 5 |
Characters and Unicode
| Total characters | 14845 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Washed / Wet |
|---|---|
| 2nd row | Washed / Wet |
| 3rd row | Natural / Dry |
| 4th row | Washed / Wet |
| 5th row | Natural / Dry |
| Value | Count | Frequency (%) |
| Washed / Wet | 812 | |
| Natural / Dry | 251 | 19.1% |
| Semi-washed / Semi-pulped | 56 | 4.3% |
| Other | 26 | 2.0% |
| Pulped natural / honey | 14 | 1.1% |
| (Missing) | 152 | 11.6% |
| Value | Count | Frequency (%) |
| 1133 | ||
| washed | 812 | |
| wet | 812 | |
| natural | 265 | 7.7% |
| dry | 251 | 7.3% |
| semi-washed | 56 | 1.6% |
| semi-pulped | 56 | 1.6% |
| other | 26 | 0.8% |
| pulped | 14 | 0.4% |
| honey | 14 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2280 | ||
| e | 1902 | |
| W | 1624 | |
| a | 1398 | |
| / | 1133 | |
| t | 1103 | |
| d | 938 | |
| h | 908 | 6.1% |
| s | 868 | 5.8% |
| r | 542 | 3.7% |
| Other values (15) | 2149 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 9042 | |
| Space Separator | 2280 | 15.4% |
| Uppercase Letter | 2278 | 15.3% |
| Other Punctuation | 1133 | 7.6% |
| Dash Punctuation | 112 | 0.8% |
Most frequent character per category
| Value | Count | Frequency (%) |
| e | 1902 | |
| a | 1398 | |
| t | 1103 | |
| d | 938 | |
| h | 908 | |
| s | 868 | |
| r | 542 | 6.0% |
| u | 335 | 3.7% |
| l | 335 | 3.7% |
| y | 265 | 2.9% |
| Other values (6) | 448 | 5.0% |
| Value | Count | Frequency (%) |
| W | 1624 | |
| N | 251 | 11.0% |
| D | 251 | 11.0% |
| S | 112 | 4.9% |
| O | 26 | 1.1% |
| P | 14 | 0.6% |
| Value | Count | Frequency (%) |
| 2280 |
| Value | Count | Frequency (%) |
| / | 1133 |
| Value | Count | Frequency (%) |
| - | 112 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 11320 | |
| Common | 3525 | 23.7% |
Most frequent character per script
| Value | Count | Frequency (%) |
| e | 1902 | |
| W | 1624 | |
| a | 1398 | |
| t | 1103 | |
| d | 938 | |
| h | 908 | |
| s | 868 | |
| r | 542 | 4.8% |
| u | 335 | 3.0% |
| l | 335 | 3.0% |
| Other values (12) | 1367 |
| Value | Count | Frequency (%) |
| 2280 | ||
| / | 1133 | |
| - | 112 | 3.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 14845 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 2280 | ||
| e | 1902 | |
| W | 1624 | |
| a | 1398 | |
| / | 1133 | |
| t | 1103 | |
| d | 938 | |
| h | 908 | 6.1% |
| s | 868 | 5.8% |
| r | 542 | 3.7% |
| Other values (15) | 2149 |
Aroma
Real number (ℝ≥0)
| Distinct | 16 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.574912281 |
|---|---|
| Minimum | 7 |
| Maximum | 8.17 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.4 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 7.17 |
| Q1 | 7.42 |
| median | 7.58 |
| Q3 | 7.75 |
| 95-th percentile | 8 |
| Maximum | 8.17 |
| Range | 1.17 |
| Interquartile range (IQR) | 0.33 |
Descriptive statistics
| Standard deviation | 0.2446130531 |
|---|---|
| Coefficient of variation (CV) | 0.03229252617 |
| Kurtosis | -0.1632119554 |
| Mean | 7.574912281 |
| Median Absolute Deviation (MAD) | 0.16 |
| Skewness | -0.0215703415 |
| Sum | 9930.71 |
| Variance | 0.05983554573 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.58 | 219 | |
| 7.67 | 173 | |
| 7.5 | 163 | |
| 7.75 | 122 | |
| 7.42 | 121 | |
| 7.83 | 101 | |
| 7.33 | 96 | |
| 7.25 | 78 | 5.9% |
| 7.92 | 57 | 4.3% |
| 7.17 | 45 | 3.4% |
| Other values (6) | 136 |
| Value | Count | Frequency (%) |
| 7 | 23 | 1.8% |
| 7.08 | 28 | 2.1% |
| 7.17 | 45 | |
| 7.25 | 78 | |
| 7.33 | 96 |
| Value | Count | Frequency (%) |
| 8.17 | 20 | 1.5% |
| 8.08 | 20 | 1.5% |
| 8 | 43 | |
| 7.92 | 57 | |
| 7.83 | 101 |
Flavor
Real number (ℝ≥0)
| Distinct | 22 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.532379863 |
|---|---|
| Minimum | 6.75 |
| Maximum | 8.33 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.4 KiB |
Quantile statistics
| Minimum | 6.75 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 7.33 |
| median | 7.58 |
| Q3 | 7.75 |
| 95-th percentile | 8 |
| Maximum | 8.33 |
| Range | 1.58 |
| Interquartile range (IQR) | 0.42 |
Descriptive statistics
| Standard deviation | 0.2858398297 |
|---|---|
| Coefficient of variation (CV) | 0.03794814321 |
| Kurtosis | 0.2020794817 |
| Mean | 7.532379863 |
| Median Absolute Deviation (MAD) | 0.17 |
| Skewness | -0.1877976558 |
| Sum | 9874.95 |
| Variance | 0.08170440827 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.58 | 205 | |
| 7.5 | 164 | |
| 7.67 | 145 | |
| 7.75 | 120 | |
| 7.42 | 114 | |
| 7.33 | 110 | |
| 7.83 | 85 | |
| 7.25 | 64 | 4.9% |
| 7.17 | 56 | 4.3% |
| 7.08 | 42 | 3.2% |
| Other values (12) | 206 |
| Value | Count | Frequency (%) |
| 6.75 | 10 | 0.8% |
| 6.83 | 16 | 1.2% |
| 6.92 | 15 | 1.1% |
| 7 | 36 | |
| 7.08 | 42 |
| Value | Count | Frequency (%) |
| 8.33 | 5 | 0.4% |
| 8.25 | 7 | 0.5% |
| 8.17 | 18 | |
| 8.08 | 13 | 1.0% |
| 8 | 41 |
Aftertaste
Real number (ℝ≥0)
| Distinct | 18 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.420823799 |
|---|---|
| Minimum | 6.83 |
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.4 KiB |
Quantile statistics
| Minimum | 6.83 |
|---|---|
| 5-th percentile | 6.92 |
| Q1 | 7.25 |
| median | 7.42 |
| Q3 | 7.58 |
| 95-th percentile | 7.83 |
| Maximum | 8 |
| Range | 1.17 |
| Interquartile range (IQR) | 0.33 |
Descriptive statistics
| Standard deviation | 0.2636373728 |
|---|---|
| Coefficient of variation (CV) | 0.03552669892 |
| Kurtosis | -0.3004776209 |
| Mean | 7.420823799 |
| Median Absolute Deviation (MAD) | 0.17 |
| Skewness | -0.146133478 |
| Sum | 9728.7 |
| Variance | 0.06950466435 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.42 | 212 | |
| 7.5 | 162 | |
| 7.33 | 150 | |
| 7.58 | 125 | |
| 7.25 | 103 | |
| 7.67 | 99 | |
| 7.17 | 90 | |
| 7.75 | 81 | 6.2% |
| 7 | 62 | 4.7% |
| 7.83 | 61 | 4.7% |
| Other values (8) | 166 |
| Value | Count | Frequency (%) |
| 6.83 | 36 | 2.7% |
| 6.92 | 36 | 2.7% |
| 7 | 62 | |
| 7.08 | 45 | |
| 7.17 | 90 |
| Value | Count | Frequency (%) |
| 8 | 27 | 2.1% |
| 7.92 | 19 | 1.4% |
| 7.88 | 1 | 0.1% |
| 7.83 | 61 | |
| 7.75 | 81 |
Acidity
Real number (ℝ≥0)
| Distinct | 21 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.53518688 |
|---|---|
| Minimum | 6.75 |
| Maximum | 8.33 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.4 KiB |
Quantile statistics
| Minimum | 6.75 |
|---|---|
| 5-th percentile | 7.08 |
| Q1 | 7.33 |
| median | 7.5 |
| Q3 | 7.75 |
| 95-th percentile | 8 |
| Maximum | 8.33 |
| Range | 1.58 |
| Interquartile range (IQR) | 0.42 |
Descriptive statistics
| Standard deviation | 0.2850339865 |
|---|---|
| Coefficient of variation (CV) | 0.03782706269 |
| Kurtosis | 0.057615902 |
| Mean | 7.53518688 |
| Median Absolute Deviation (MAD) | 0.17 |
| Skewness | 0.03306875361 |
| Sum | 9878.63 |
| Variance | 0.08124437345 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.5 | 185 | |
| 7.58 | 150 | |
| 7.67 | 143 | |
| 7.42 | 127 | |
| 7.75 | 122 | |
| 7.33 | 110 | |
| 7.25 | 86 | |
| 7.17 | 73 | 5.6% |
| 7.83 | 72 | 5.5% |
| 8 | 47 | 3.6% |
| Other values (11) | 196 |
| Value | Count | Frequency (%) |
| 6.75 | 6 | 0.5% |
| 6.83 | 11 | 0.8% |
| 6.92 | 10 | 0.8% |
| 7 | 32 | |
| 7.08 | 36 |
| Value | Count | Frequency (%) |
| 8.33 | 9 | 0.7% |
| 8.25 | 6 | 0.5% |
| 8.17 | 14 | 1.1% |
| 8.08 | 25 | |
| 8 | 47 |
Body
Real number (ℝ≥0)
| Distinct | 19 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.520213577 |
|---|---|
| Minimum | 6.83 |
| Maximum | 8.17 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.4 KiB |
Quantile statistics
| Minimum | 6.83 |
|---|---|
| 5-th percentile | 7.08 |
| Q1 | 7.33 |
| median | 7.5 |
| Q3 | 7.67 |
| 95-th percentile | 7.92 |
| Maximum | 8.17 |
| Range | 1.34 |
| Interquartile range (IQR) | 0.34 |
Descriptive statistics
| Standard deviation | 0.2553470026 |
|---|---|
| Coefficient of variation (CV) | 0.03395475408 |
| Kurtosis | -0.2376636121 |
| Mean | 7.520213577 |
| Median Absolute Deviation (MAD) | 0.17 |
| Skewness | -0.02666375812 |
| Sum | 9859 |
| Variance | 0.06520209175 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.5 | 228 | |
| 7.67 | 149 | |
| 7.58 | 136 | |
| 7.33 | 131 | |
| 7.42 | 125 | |
| 7.75 | 108 | |
| 7.25 | 86 | 6.6% |
| 7.83 | 82 | 6.3% |
| 7.17 | 68 | 5.2% |
| 7.92 | 48 | 3.7% |
| Other values (9) | 150 |
| Value | Count | Frequency (%) |
| 6.83 | 4 | 0.3% |
| 6.92 | 11 | 0.8% |
| 7 | 34 | |
| 7.08 | 37 | |
| 7.17 | 68 |
| Value | Count | Frequency (%) |
| 8.17 | 7 | 0.5% |
| 8.08 | 21 | 1.6% |
| 8 | 34 | |
| 7.92 | 48 | |
| 7.83 | 82 |
Balance
Real number (ℝ≥0)
| Distinct | 20 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.517307399 |
|---|---|
| Minimum | 6.75 |
| Maximum | 8.33 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.4 KiB |
Quantile statistics
| Minimum | 6.75 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 7.33 |
| median | 7.5 |
| Q3 | 7.75 |
| 95-th percentile | 8 |
| Maximum | 8.33 |
| Range | 1.58 |
| Interquartile range (IQR) | 0.42 |
Descriptive statistics
| Standard deviation | 0.300968659 |
|---|---|
| Coefficient of variation (CV) | 0.04003676356 |
| Kurtosis | -0.04027101873 |
| Mean | 7.517307399 |
| Median Absolute Deviation (MAD) | 0.17 |
| Skewness | -0.1047857 |
| Sum | 9855.19 |
| Variance | 0.09058213368 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.5 | 211 | |
| 7.67 | 145 | |
| 7.58 | 127 | |
| 7.42 | 120 | |
| 7.75 | 103 | |
| 7.33 | 99 | |
| 7.83 | 98 | |
| 7.17 | 71 | 5.4% |
| 7.25 | 64 | 4.9% |
| 7 | 46 | 3.5% |
| Other values (10) | 227 |
| Value | Count | Frequency (%) |
| 6.75 | 7 | 0.5% |
| 6.83 | 22 | |
| 6.92 | 26 | |
| 7 | 46 | |
| 7.08 | 41 |
| Value | Count | Frequency (%) |
| 8.33 | 7 | 0.5% |
| 8.25 | 8 | 0.6% |
| 8.17 | 17 | 1.3% |
| 8.08 | 16 | 1.2% |
| 8 | 45 |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.4 KiB |
| 10.0 |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 5244 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 10.0 |
|---|---|
| 2nd row | 10.0 |
| 3rd row | 10.0 |
| 4th row | 10.0 |
| 5th row | 10.0 |
| Value | Count | Frequency (%) |
| 10.0 | 1311 |
| Value | Count | Frequency (%) |
| 10.0 | 1311 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2622 | |
| 1 | 1311 | |
| . | 1311 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3933 | |
| Other Punctuation | 1311 | 25.0% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 2622 | |
| 1 | 1311 |
| Value | Count | Frequency (%) |
| . | 1311 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5244 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 2622 | |
| 1 | 1311 | |
| . | 1311 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5244 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 2622 | |
| 1 | 1311 | |
| . | 1311 |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.4 KiB |
| 10.0 |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 5244 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 10.0 |
|---|---|
| 2nd row | 10.0 |
| 3rd row | 10.0 |
| 4th row | 10.0 |
| 5th row | 10.0 |
| Value | Count | Frequency (%) |
| 10.0 | 1311 |
| Value | Count | Frequency (%) |
| 10.0 | 1311 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2622 | |
| 1 | 1311 | |
| . | 1311 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3933 | |
| Other Punctuation | 1311 | 25.0% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 2622 | |
| 1 | 1311 |
| Value | Count | Frequency (%) |
| . | 1311 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5244 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 2622 | |
| 1 | 1311 | |
| . | 1311 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5244 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 2622 | |
| 1 | 1311 | |
| . | 1311 |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.4 KiB |
| 10.0 |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 5244 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 10.0 |
|---|---|
| 2nd row | 10.0 |
| 3rd row | 10.0 |
| 4th row | 10.0 |
| 5th row | 10.0 |
| Value | Count | Frequency (%) |
| 10.0 | 1311 |
| Value | Count | Frequency (%) |
| 10.0 | 1311 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2622 | |
| 1 | 1311 | |
| . | 1311 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3933 | |
| Other Punctuation | 1311 | 25.0% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 2622 | |
| 1 | 1311 |
| Value | Count | Frequency (%) |
| . | 1311 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5244 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 2622 | |
| 1 | 1311 | |
| . | 1311 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5244 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 2622 | |
| 1 | 1311 | |
| . | 1311 |
Cupper.Points
Real number (ℝ≥0)
| Distinct | 26 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.502623951 |
|---|---|
| Minimum | 6.5 |
| Maximum | 8.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.4 KiB |
Quantile statistics
| Minimum | 6.5 |
|---|---|
| 5-th percentile | 6.83 |
| Q1 | 7.33 |
| median | 7.5 |
| Q3 | 7.75 |
| 95-th percentile | 8.08 |
| Maximum | 8.5 |
| Range | 2 |
| Interquartile range (IQR) | 0.42 |
Descriptive statistics
| Standard deviation | 0.3524626271 |
|---|---|
| Coefficient of variation (CV) | 0.04697858102 |
| Kurtosis | 0.32317713 |
| Mean | 7.502623951 |
| Median Absolute Deviation (MAD) | 0.25 |
| Skewness | -0.1185075134 |
| Sum | 9835.94 |
| Variance | 0.1242299035 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.5 | 184 | |
| 7.58 | 136 | |
| 7.33 | 114 | 8.7% |
| 7.67 | 113 | 8.6% |
| 7.42 | 103 | 7.9% |
| 7.25 | 85 | 6.5% |
| 7.75 | 84 | 6.4% |
| 7.83 | 81 | 6.2% |
| 7.17 | 63 | 4.8% |
| 7.92 | 52 | 4.0% |
| Other values (16) | 296 |
| Value | Count | Frequency (%) |
| 6.5 | 6 | 0.5% |
| 6.58 | 6 | 0.5% |
| 6.67 | 20 | |
| 6.75 | 14 | |
| 6.83 | 21 |
| Value | Count | Frequency (%) |
| 8.5 | 8 | 0.6% |
| 8.42 | 6 | 0.5% |
| 8.33 | 8 | 0.6% |
| 8.25 | 6 | 0.5% |
| 8.17 | 20 |
Total.Cup.Points
Real number (ℝ≥0)
| Distinct | 119 |
|---|---|
| Distinct (%) | 9.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 82.47691838 |
|---|---|
| Minimum | 77.42 |
| Maximum | 87.42 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.4 KiB |
Quantile statistics
| Minimum | 77.42 |
|---|---|
| 5-th percentile | 79.17 |
| Q1 | 81.5 |
| median | 82.5 |
| Q3 | 83.58 |
| 95-th percentile | 85.33 |
| Maximum | 87.42 |
| Range | 10 |
| Interquartile range (IQR) | 2.08 |
Descriptive statistics
| Standard deviation | 1.768781819 |
|---|---|
| Coefficient of variation (CV) | 0.02144577966 |
| Kurtosis | 0.2375368529 |
| Mean | 82.47691838 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.2290144227 |
| Sum | 108127.24 |
| Variance | 3.128589122 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 82.5 | 95 | 7.2% |
| 83.17 | 38 | 2.9% |
| 83 | 37 | 2.8% |
| 82.42 | 31 | 2.4% |
| 82.33 | 29 | 2.2% |
| 82.75 | 29 | 2.2% |
| 81.83 | 26 | 2.0% |
| 82.92 | 26 | 2.0% |
| 82.67 | 26 | 2.0% |
| 81.67 | 25 | 1.9% |
| Other values (109) | 949 |
| Value | Count | Frequency (%) |
| 77.42 | 1 | 0.1% |
| 77.5 | 1 | 0.1% |
| 77.58 | 1 | 0.1% |
| 77.67 | 1 | 0.1% |
| 77.83 | 3 |
| Value | Count | Frequency (%) |
| 87.42 | 1 | 0.1% |
| 87.33 | 1 | 0.1% |
| 87.25 | 3 | |
| 87.17 | 2 | |
| 87.08 | 2 |
Moisture
Real number (ℝ≥0)
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1113501144 |
|---|---|
| Minimum | 0.05 |
| Maximum | 0.16 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.4 KiB |
Quantile statistics
| Minimum | 0.05 |
|---|---|
| 5-th percentile | 0.1 |
| Q1 | 0.11 |
| median | 0.11 |
| Q3 | 0.12 |
| 95-th percentile | 0.13 |
| Maximum | 0.16 |
| Range | 0.11 |
| Interquartile range (IQR) | 0.01 |
Descriptive statistics
| Standard deviation | 0.01232852763 |
|---|---|
| Coefficient of variation (CV) | 0.1107185897 |
| Kurtosis | 6.038317189 |
| Mean | 0.1113501144 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.7795584165 |
| Sum | 145.98 |
| Variance | 0.0001519925935 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.11 | 674 | |
| 0.12 | 284 | |
| 0.1 | 180 | 13.7% |
| 0.13 | 75 | 5.7% |
| 0.09 | 26 | 2.0% |
| 0.14 | 23 | 1.8% |
| 0.08 | 16 | 1.2% |
| 0.05 | 8 | 0.6% |
| 0.15 | 8 | 0.6% |
| 0.06 | 7 | 0.5% |
| Other values (2) | 10 | 0.8% |
| Value | Count | Frequency (%) |
| 0.05 | 8 | 0.6% |
| 0.06 | 7 | 0.5% |
| 0.07 | 5 | 0.4% |
| 0.08 | 16 | |
| 0.09 | 26 |
| Value | Count | Frequency (%) |
| 0.16 | 5 | 0.4% |
| 0.15 | 8 | 0.6% |
| 0.14 | 23 | 1.8% |
| 0.13 | 75 | 5.7% |
| 0.12 | 284 |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.4 KiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 3933 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
| Value | Count | Frequency (%) |
| 0.0 | 1311 |
| Value | Count | Frequency (%) |
| 0.0 | 1311 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2622 | |
| . | 1311 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2622 | |
| Other Punctuation | 1311 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 2622 |
| Value | Count | Frequency (%) |
| . | 1311 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3933 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 2622 | |
| . | 1311 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3933 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 2622 | |
| . | 1311 |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Memory size | 10.4 KiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 3930 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
| Value | Count | Frequency (%) |
| 0.0 | 1310 | |
| (Missing) | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0.0 | 1310 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2620 | |
| . | 1310 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2620 | |
| Other Punctuation | 1310 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 2620 |
| Value | Count | Frequency (%) |
| . | 1310 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3930 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 2620 | |
| . | 1310 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3930 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 2620 | |
| . | 1310 |
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.398932113 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros | 362 |
| Zeros (%) | 27.6% |
| Memory size | 10.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 8 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.442367533 |
|---|---|
| Coefficient of variation (CV) | 1.018106148 |
| Kurtosis | 0.9122287155 |
| Mean | 2.398932113 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.188133508 |
| Sum | 3145 |
| Variance | 5.965159164 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 362 | |
| 2 | 272 | |
| 1 | 200 | |
| 3 | 133 | 10.1% |
| 4 | 118 | 9.0% |
| 5 | 73 | 5.6% |
| 6 | 42 | 3.2% |
| 7 | 39 | 3.0% |
| 8 | 29 | 2.2% |
| 9 | 22 | 1.7% |
| Value | Count | Frequency (%) |
| 0 | 362 | |
| 1 | 200 | |
| 2 | 272 | |
| 3 | 133 | 10.1% |
| 4 | 118 | 9.0% |
| Value | Count | Frequency (%) |
| 10 | 21 | |
| 9 | 22 | |
| 8 | 29 | |
| 7 | 39 | |
| 6 | 42 |
| Distinct | 156 |
|---|---|
| Distinct (%) | 14.4% |
| Missing | 227 |
| Missing (%) | 17.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1326.835283 |
|---|---|
| Minimum | 350 |
| Maximum | 2285 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.4 KiB |
Quantile statistics
| Minimum | 350 |
|---|---|
| 5-th percentile | 758.75 |
| Q1 | 1170 |
| median | 1310.64 |
| Q3 | 1550 |
| 95-th percentile | 1800 |
| Maximum | 2285 |
| Range | 1935 |
| Interquartile range (IQR) | 380 |
Descriptive statistics
| Standard deviation | 323.3443903 |
|---|---|
| Coefficient of variation (CV) | 0.2436959541 |
| Kurtosis | 0.2308307436 |
| Mean | 1326.835283 |
| Median Absolute Deviation (MAD) | 210.64 |
| Skewness | -0.3806061048 |
| Sum | 1438289.447 |
| Variance | 104551.5947 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1310.64 | 92 | 7.0% |
| 1200 | 80 | 6.1% |
| 1600 | 65 | 5.0% |
| 1400 | 59 | 4.5% |
| 1100 | 55 | 4.2% |
| 1500 | 54 | 4.1% |
| 1300 | 48 | 3.7% |
| 1800 | 41 | 3.1% |
| 1250 | 38 | 2.9% |
| 1700 | 36 | 2.7% |
| Other values (146) | 516 | |
| (Missing) | 227 |
| Value | Count | Frequency (%) |
| 350 | 3 | |
| 400 | 2 | |
| 426.72 | 1 | 0.1% |
| 439 | 1 | 0.1% |
| 441 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 2285 | 1 | |
| 2136 | 2 | |
| 2112 | 1 | |
| 2100 | 1 | |
| 2080 | 1 |
| Distinct | 158 |
|---|---|
| Distinct (%) | 14.6% |
| Missing | 227 |
| Missing (%) | 17.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1368.512937 |
|---|---|
| Minimum | 280 |
| Maximum | 2285 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.4 KiB |
Quantile statistics
| Minimum | 280 |
|---|---|
| 5-th percentile | 774.15 |
| Q1 | 1200 |
| median | 1350 |
| Q3 | 1600 |
| 95-th percentile | 1950 |
| Maximum | 2285 |
| Range | 2005 |
| Interquartile range (IQR) | 400 |
Descriptive statistics
| Standard deviation | 351.8316608 |
|---|---|
| Coefficient of variation (CV) | 0.2570904895 |
| Kurtosis | 0.06896512641 |
| Mean | 1368.512937 |
| Median Absolute Deviation (MAD) | 225.8152 |
| Skewness | -0.2683539902 |
| Sum | 1483468.023 |
| Variance | 123785.5175 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1350 | 79 | 6.0% |
| 1200 | 65 | 5.0% |
| 1400 | 63 | 4.8% |
| 1100 | 54 | 4.1% |
| 1500 | 51 | 3.9% |
| 1800 | 44 | 3.4% |
| 1300 | 44 | 3.4% |
| 1700 | 42 | 3.2% |
| 1250 | 39 | 3.0% |
| 1600 | 34 | 2.6% |
| Other values (148) | 569 | |
| (Missing) | 227 | 17.3% |
| Value | Count | Frequency (%) |
| 280 | 1 | 0.1% |
| 300 | 1 | 0.1% |
| 350 | 3 | |
| 426.72 | 1 | 0.1% |
| 439 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 2285 | 1 | 0.1% |
| 2200 | 5 | |
| 2136 | 2 | 0.2% |
| 2112 | 1 | 0.1% |
| 2100 | 1 | 0.1% |
| Distinct | 167 |
|---|---|
| Distinct (%) | 15.4% |
| Missing | 227 |
| Missing (%) | 17.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1347.544516 |
|---|---|
| Minimum | 350 |
| Maximum | 2285 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.4 KiB |
Quantile statistics
| Minimum | 350 |
|---|---|
| 5-th percentile | 800 |
| Q1 | 1200 |
| median | 1310.64 |
| Q3 | 1600 |
| 95-th percentile | 1821.075 |
| Maximum | 2285 |
| Range | 1935 |
| Interquartile range (IQR) | 400 |
Descriptive statistics
| Standard deviation | 328.9097319 |
|---|---|
| Coefficient of variation (CV) | 0.2440807914 |
| Kurtosis | 0.09451253744 |
| Mean | 1347.544516 |
| Median Absolute Deviation (MAD) | 210.64 |
| Skewness | -0.3412730809 |
| Sum | 1460738.255 |
| Variance | 108181.6117 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1310.64 | 92 | 7.0% |
| 1200 | 66 | 5.0% |
| 1100 | 52 | 4.0% |
| 1400 | 52 | 4.0% |
| 1300 | 50 | 3.8% |
| 1500 | 44 | 3.4% |
| 1250 | 39 | 3.0% |
| 1700 | 36 | 2.7% |
| 1600 | 35 | 2.7% |
| 1550 | 34 | 2.6% |
| Other values (157) | 584 | |
| (Missing) | 227 | 17.3% |
| Value | Count | Frequency (%) |
| 350 | 3 | 0.2% |
| 426.72 | 1 | 0.1% |
| 439 | 1 | 0.1% |
| 441 | 1 | 0.1% |
| 442 | 12 |
| Value | Count | Frequency (%) |
| 2285 | 1 | |
| 2136 | 2 | |
| 2112 | 1 | |
| 2100 | 1 | |
| 2080 | 1 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| Country of Origin | Producer | Number.of.Bags | Processing Method | Aroma | Flavor | Aftertaste | Acidity | Body | Balance | Uniformity | Clean.Cup | Sweetness | Cupper.Points | Total.Cup.Points | Moisture | Category.One.Defects | Quakers | Category.Two.Defects | altitude_low_meters | altitude_high_meters | altitude_mean_meters | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Ethiopia | METAD PLC | 300.0 | Washed / Wet | 7.58 | 7.58 | 7.42 | 7.5 | 7.50 | 7.50 | 10.0 | 10.0 | 10.0 | 7.50 | 82.5 | 0.12 | 0.0 | 0.0 | 0.0 | 1950.0 | 2200.0 | 2075.0 |
| 1 | Ethiopia | METAD PLC | 300.0 | Washed / Wet | 7.58 | 7.58 | 7.42 | 7.5 | 7.50 | 7.50 | 10.0 | 10.0 | 10.0 | 7.50 | 82.5 | 0.12 | 0.0 | 0.0 | 1.0 | 1950.0 | 2200.0 | 2075.0 |
| 2 | Guatemala | NaN | 5.0 | NaN | 7.58 | 7.58 | 7.42 | 7.5 | 7.50 | 7.50 | 10.0 | 10.0 | 10.0 | 7.50 | 82.5 | 0.11 | 0.0 | 0.0 | 0.0 | 1600.0 | 1800.0 | 1700.0 |
| 3 | Ethiopia | Yidnekachew Dabessa Coffee Plantation | 320.0 | Natural / Dry | 8.17 | 7.58 | 7.42 | 7.5 | 7.50 | 8.25 | 10.0 | 10.0 | 10.0 | 7.50 | 82.5 | 0.11 | 0.0 | 0.0 | 2.0 | 1800.0 | 2200.0 | 2000.0 |
| 4 | Ethiopia | METAD PLC | 300.0 | Washed / Wet | 7.58 | 7.58 | 7.42 | 7.5 | 7.50 | 8.33 | 10.0 | 10.0 | 10.0 | 7.50 | 82.5 | 0.12 | 0.0 | 0.0 | 2.0 | 1950.0 | 2200.0 | 2075.0 |
| 5 | Brazil | NaN | 100.0 | Natural / Dry | 7.58 | 7.58 | 7.42 | 7.5 | 7.50 | 8.33 | 10.0 | 10.0 | 10.0 | 8.33 | 82.5 | 0.11 | 0.0 | 0.0 | 1.0 | NaN | NaN | NaN |
| 6 | Peru | HVC | 100.0 | Washed / Wet | 7.58 | 7.58 | 7.42 | 7.5 | 7.50 | 8.25 | 10.0 | 10.0 | 10.0 | 8.50 | 82.5 | 0.11 | 0.0 | 0.0 | 0.0 | NaN | NaN | NaN |
| 7 | Ethiopia | Bazen Agricultural & Industrial Dev't Plc | 300.0 | NaN | 7.58 | 8.33 | 7.42 | 7.5 | 7.50 | 7.50 | 10.0 | 10.0 | 10.0 | 7.50 | 82.5 | 0.11 | 0.0 | 0.0 | 0.0 | 1570.0 | 1700.0 | 1635.0 |
| 8 | Ethiopia | Bazen Agricultural & Industrial Dev't Plc | 300.0 | NaN | 7.58 | 7.58 | 7.42 | 7.5 | 7.50 | 7.50 | 10.0 | 10.0 | 10.0 | 7.50 | 82.5 | 0.11 | 0.0 | 0.0 | 0.0 | 1570.0 | 1700.0 | 1635.0 |
| 9 | Ethiopia | Diamond Enterprise Plc | 50.0 | Natural / Dry | 8.08 | 7.58 | 7.42 | 7.5 | 7.67 | 7.50 | 10.0 | 10.0 | 10.0 | 8.50 | 82.5 | 0.10 | 0.0 | 0.0 | 4.0 | 1795.0 | 1850.0 | 1822.5 |
Last rows
| Country of Origin | Producer | Number.of.Bags | Processing Method | Aroma | Flavor | Aftertaste | Acidity | Body | Balance | Uniformity | Clean.Cup | Sweetness | Cupper.Points | Total.Cup.Points | Moisture | Category.One.Defects | Quakers | Category.Two.Defects | altitude_low_meters | altitude_high_meters | altitude_mean_meters | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1301 | Mexico | various small producers | 280.0 | Washed / Wet | 7.58 | 7.00 | 6.83 | 6.92 | 7.42 | 6.92 | 10.0 | 10.0 | 10.0 | 6.75 | 82.5 | 0.12 | 0.0 | 0.0 | 1.0 | 1000.00 | 1000.00 | 1000.00 |
| 1302 | Brazil | NaN | 305.0 | Natural / Dry | 7.00 | 7.00 | 6.83 | 7.00 | 7.33 | 6.83 | 10.0 | 10.0 | 10.0 | 6.67 | 82.5 | 0.11 | 0.0 | 0.0 | 2.0 | NaN | NaN | NaN |
| 1303 | Honduras | Omar Acosta | 275.0 | Washed / Wet | 7.58 | 7.58 | 7.42 | 7.50 | 6.83 | 7.50 | 10.0 | 10.0 | 10.0 | 7.50 | 82.5 | 0.10 | 0.0 | 0.0 | 4.0 | 1450.00 | 1450.00 | 1450.00 |
| 1304 | Honduras | Omar Acosta | 275.0 | Washed / Wet | 7.00 | 7.58 | 7.42 | 7.50 | 7.50 | 7.50 | 10.0 | 10.0 | 10.0 | 6.50 | 82.5 | 0.10 | 0.0 | 0.0 | 3.0 | 1450.00 | 1450.00 | 1450.00 |
| 1305 | Honduras | Omar Acosta | 275.0 | Washed / Wet | 7.00 | 7.58 | 7.42 | 7.50 | 7.50 | 7.50 | 10.0 | 10.0 | 10.0 | 7.50 | 82.5 | 0.10 | 0.0 | 0.0 | 4.0 | 1450.00 | 1450.00 | 1450.00 |
| 1306 | Mexico | JUAN CARLOS GARCÍA LOPEZ | 12.0 | Washed / Wet | 7.08 | 6.83 | 7.42 | 7.42 | 7.25 | 6.75 | 10.0 | 10.0 | 10.0 | 6.75 | 82.5 | 0.11 | 0.0 | 0.0 | 2.0 | 900.00 | 900.00 | 900.00 |
| 1307 | Haiti | COEB Koperativ Ekselsyo Basen | 1.0 | Natural / Dry | 7.58 | 7.58 | 7.42 | 7.50 | 7.08 | 7.50 | 10.0 | 10.0 | 10.0 | 7.50 | 82.5 | 0.14 | 0.0 | 0.0 | 2.0 | 350.00 | 350.00 | 350.00 |
| 1308 | Nicaragua | Teófilo Narváez | 550.0 | Other | 7.25 | 7.58 | 7.42 | 7.50 | 7.50 | 7.50 | 10.0 | 10.0 | 10.0 | 7.50 | 82.5 | 0.13 | 0.0 | 0.0 | 5.0 | 1100.00 | 1100.00 | 1100.00 |
| 1309 | Guatemala | WILLIAM ESTUARDO MARTINEZ PACHECO | 275.0 | Washed / Wet | 7.50 | 7.58 | 7.42 | 7.67 | 7.33 | 7.50 | 10.0 | 10.0 | 10.0 | 6.67 | 82.5 | 0.10 | 0.0 | 0.0 | 4.0 | 1417.32 | 1417.32 | 1417.32 |
| 1310 | Honduras | Reinerio Zepeda | 275.0 | NaN | 7.58 | 7.58 | 7.42 | 7.50 | 7.50 | 7.50 | 10.0 | 10.0 | 10.0 | 7.50 | 82.5 | 0.12 | 0.0 | 0.0 | 2.0 | 1400.00 | 1400.00 | 1400.00 |